docs: Added discord bot with agentic RAG supports local model

[AveryYay]

Description

Added discord bot with agentic RAG which supports local model deployment.
Google colab link: https://colab.research.google.com/drive/1Knq9y5TQ6oeKumWdg9MlWT9gfSsTlqCZ#scrollTo=DCiF-4DQAZIS

Motivation and Context

Why is this change required? What problem does it solve?
If it fixes an open issue, please link to the issue here.
You can use the syntax close #15213 if this solves the issue #15213

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Types of changes

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• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds core functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Documentation (update in the documentation)
• Example (update in the folder of example)

Implemented Tasks

• Subtask 1
• Subtask 2
• Subtask 3

Checklist

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• I have read the CONTRIBUTION guide. (required)
• My change requires a change to the documentation.
• I have updated the tests accordingly. (required for a bug fix or a new feature)
• I have updated the documentation accordingly.

[Wendong-Fan]

Thanks @AveryYay ! please pay attentation to the pr naming, refer to https://github.com/camel-ai/camel/blob/master/CONTRIBUTING.md#board-item-create-workflow-%EF%B8%8F

could you based on our new discord bot cookbook here https://docs.camel-ai.org/cookbooks/customer_service_Discord_bot_using_SambaNova_with_agentic_RAG.html to update your current cookbook? there's some changes like agent memory management and so on

[AveryYay]

Thanks @AveryYay ! please pay attentation to the pr naming, refer to https://github.com/camel-ai/camel/blob/master/CONTRIBUTING.md#board-item-create-workflow-%EF%B8%8F

could you based on our new discord bot cookbook here https://docs.camel-ai.org/cookbooks/customer_service_Discord_bot_using_SambaNova_with_agentic_RAG.html to update your current cookbook? there's some changes like agent memory management and so on

Thanks for the feed back! @Wendong-Fan I have updated the cookbook, please check!

[Wendong-Fan]

hey @AveryYay , I think we can directly switch the model setting from Qwen Cloud to Ollama, using Qwen 2.5 72B and Qwen 2.5 Coder 32B instead of llama based on the cookbook here: https://colab.research.google.com/drive/1j7U-QN4MLckJoaUoprODGtD-jjPIQkLc?usp=sharing, we can leverage external knowledge from this reference: https://venturebeat.com/ai/alibaba-releases-qwen-with-questions-an-open-reasoning-model-that-beats-o1-preview/

We can also use a self-deployed Firecrawl to ensure this cookbook runs 100% locally. Highlighting this feature prominently in both the documentation and the cookbook title will make it especially appealing to other developers

[Wendong-Fan]

Thanks @AveryYay!

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